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Published in: BMC Cancer 1/2017

Open Access 01-12-2017 | Research article

Genomic pathways modulated by Twist in breast cancer

Authors: Farhad Vesuna, Yehudit Bergman, Venu Raman

Published in: BMC Cancer | Issue 1/2017

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Abstract

Background

The basic helix-loop-helix transcription factor TWIST1 (Twist) is involved in embryonic cell lineage determination and mesodermal differentiation. There is evidence to indicate that Twist expression plays a role in breast tumor formation and metastasis, but the role of Twist in dysregulating pathways that drive the metastatic cascade is unclear. Moreover, many of the genes and pathways dysregulated by Twist in cell lines and mouse models have not been validated against data obtained from larger, independant datasets of breast cancer patients.

Methods

We over-expressed the human Twist gene in non-metastatic MCF-7 breast cancer cells to generate the estrogen-independent metastatic breast cancer cell line MCF-7/Twist. These cells were inoculated in the mammary fat pad of female severe compromised immunodeficient mice, which subsequently formed xenograft tumors that metastasized to the lungs. Microarray data was collected from both in vitro (MCF-7 and MCF-7/Twist cell lines) and in vivo (primary tumors and lung metastases) models of Twist expression. Our data was compared to several gene datasets of various subtypes, classes, and grades of human breast cancers.

Results

Our data establishes a Twist over-expressing mouse model of breast cancer, which metastasizes to the lung and replicates some of the ontogeny of human breast cancer progression. Gene profiling data, following Twist expression, exhibited novel metastasis driver genes as well as cellular maintenance genes that were synonymous with the metastatic process. We demonstrated that the genes and pathways altered in the transgenic cell line and metastatic animal models parallel many of the dysregulated gene pathways observed in human breast cancers.

Conclusions

Analogous gene expression patterns were observed in both in vitro and in vivo Twist preclinical models of breast cancer metastasis and breast cancer patient datasets supporting the functional role of Twist in promoting breast cancer metastasis. The data suggests that genetic dysregulation of Twist at the cellular level drives alterations in gene pathways in the Twist metastatic mouse model which are comparable to changes seen in human breast cancers. Lastly, we have identified novel genes and pathways that could be further investigated as targets for drugs to treat metastatic breast cancer.
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Literature
1.
go back to reference Howard TD, Paznekas WA, Green ED, Chiang LC, Ma N. Ortiz de Luna RI, Garcia Delgado C, Gonzalez-Ramos M, Kline AD, jabs EW: mutations in TWIST, a basic helix-loop-helix transcription factor, in saethre-chotzen syndrome. Nat Genet. 1997;15(1):36–41.CrossRefPubMed Howard TD, Paznekas WA, Green ED, Chiang LC, Ma N. Ortiz de Luna RI, Garcia Delgado C, Gonzalez-Ramos M, Kline AD, jabs EW: mutations in TWIST, a basic helix-loop-helix transcription factor, in saethre-chotzen syndrome. Nat Genet. 1997;15(1):36–41.CrossRefPubMed
2.
go back to reference Kunz J, Hudler M, Fritz B. Identification of a frameshift mutation in the gene TWIST in a family affected with robinow-sorauf syndrome. J Med Genet. 1999;36(8):650–2.PubMedPubMedCentral Kunz J, Hudler M, Fritz B. Identification of a frameshift mutation in the gene TWIST in a family affected with robinow-sorauf syndrome. J Med Genet. 1999;36(8):650–2.PubMedPubMedCentral
3.
go back to reference Gripp KW, Stolle CA, Celle L, McDonald-McGinn DM, Whitaker LA, Zackai EH. TWIST gene mutation in a patient with radial aplasia and craniosynostosis: further evidence for heterogeneity of Baller-Gerold syndrome. Am J Med Genet. 1999;82(2):170–6.CrossRefPubMed Gripp KW, Stolle CA, Celle L, McDonald-McGinn DM, Whitaker LA, Zackai EH. TWIST gene mutation in a patient with radial aplasia and craniosynostosis: further evidence for heterogeneity of Baller-Gerold syndrome. Am J Med Genet. 1999;82(2):170–6.CrossRefPubMed
4.
go back to reference Mironchik Y, Winnard Jr PT, Vesuna F, Kato Y, Wildes F, Pathak AP, Kominsky S, Artemov D, Bhujwalla ZM, Van Diest P, et al. Twist overexpression induces in vivo angiogenesis and correlates with chromosomal instability in breast cancer. Cancer Res. 2005;65(23):10801–9.CrossRefPubMed Mironchik Y, Winnard Jr PT, Vesuna F, Kato Y, Wildes F, Pathak AP, Kominsky S, Artemov D, Bhujwalla ZM, Van Diest P, et al. Twist overexpression induces in vivo angiogenesis and correlates with chromosomal instability in breast cancer. Cancer Res. 2005;65(23):10801–9.CrossRefPubMed
5.
go back to reference Yang J, Mani SA, Donaher JL, Ramaswamy S, Itzykson RA, Come C, Savagner P, Gitelman I, Richardson A, Weinberg RA. Twist, a master regulator of morphogenesis, plays an essential role in tumor metastasis. Cell. 2004;117(7):927–39.CrossRefPubMed Yang J, Mani SA, Donaher JL, Ramaswamy S, Itzykson RA, Come C, Savagner P, Gitelman I, Richardson A, Weinberg RA. Twist, a master regulator of morphogenesis, plays an essential role in tumor metastasis. Cell. 2004;117(7):927–39.CrossRefPubMed
6.
go back to reference Rosivatz E, Becker I, Specht K, Fricke E, Luber B, Busch R, Hofler H, Becker KF. Differential expression of the epithelial-mesenchymal transition regulators snail, SIP1, and twist in gastric cancer. Am J Pathol. 2002;161(5):1881–91.CrossRefPubMedPubMedCentral Rosivatz E, Becker I, Specht K, Fricke E, Luber B, Busch R, Hofler H, Becker KF. Differential expression of the epithelial-mesenchymal transition regulators snail, SIP1, and twist in gastric cancer. Am J Pathol. 2002;161(5):1881–91.CrossRefPubMedPubMedCentral
7.
go back to reference Kwok WK, Ling MT, Lee TW, Lau TC, Zhou C, Zhang X, Chua CW, Chan KW, Chan FL, Glackin C, et al. Up-regulation of TWIST in prostate cancer and its implication as a therapeutic target. Cancer Res. 2005;65(12):5153–62.CrossRefPubMed Kwok WK, Ling MT, Lee TW, Lau TC, Zhou C, Zhang X, Chua CW, Chan KW, Chan FL, Glackin C, et al. Up-regulation of TWIST in prostate cancer and its implication as a therapeutic target. Cancer Res. 2005;65(12):5153–62.CrossRefPubMed
8.
go back to reference Hoek K, Rimm DL, Williams KR, Zhao H, Ariyan S, Lin A, Kluger HM, Berger AJ, Cheng E, Trombetta ES, et al. Expression profiling reveals novel pathways in the transformation of melanocytes to melanomas. Cancer Res. 2004;64(15):5270–82.CrossRefPubMed Hoek K, Rimm DL, Williams KR, Zhao H, Ariyan S, Lin A, Kluger HM, Berger AJ, Cheng E, Trombetta ES, et al. Expression profiling reveals novel pathways in the transformation of melanocytes to melanomas. Cancer Res. 2004;64(15):5270–82.CrossRefPubMed
9.
go back to reference Elias MC, Tozer KR, Silber JR, Mikheeva S, Deng M, Morrison RS, Manning TC, Silbergeld DL, Glackin CA, Reh TA, et al. TWIST is expressed in human gliomas and promotes invasion. Neoplasia. 2005;7(9):824–37.CrossRefPubMedPubMedCentral Elias MC, Tozer KR, Silber JR, Mikheeva S, Deng M, Morrison RS, Manning TC, Silbergeld DL, Glackin CA, Reh TA, et al. TWIST is expressed in human gliomas and promotes invasion. Neoplasia. 2005;7(9):824–37.CrossRefPubMedPubMedCentral
10.
go back to reference Entz-Werle N, Stoetzel C, Berard-Marec P, Kalifa C, Brugiere L, Pacquement H, Schmitt C, Tabone MD, Gentet JC, Quillet R, et al. Frequent genomic abnormalities at TWIST in human pediatric osteosarcomas. Int J Cancer. 2005;117(3):349–55.CrossRefPubMed Entz-Werle N, Stoetzel C, Berard-Marec P, Kalifa C, Brugiere L, Pacquement H, Schmitt C, Tabone MD, Gentet JC, Quillet R, et al. Frequent genomic abnormalities at TWIST in human pediatric osteosarcomas. Int J Cancer. 2005;117(3):349–55.CrossRefPubMed
11.
go back to reference Maestro R, Dei Tos AP, Hamamori Y, Krasnokutsky S, Sartorelli V, Kedes L, Doglioni C, Beach DH, Hannon GJ. Twist is a potential oncogene that inhibits apoptosis. Genes Dev. 1999;13(17):2207–17.CrossRefPubMedPubMedCentral Maestro R, Dei Tos AP, Hamamori Y, Krasnokutsky S, Sartorelli V, Kedes L, Doglioni C, Beach DH, Hannon GJ. Twist is a potential oncogene that inhibits apoptosis. Genes Dev. 1999;13(17):2207–17.CrossRefPubMedPubMedCentral
12.
go back to reference Vesuna F, Winnard Jr P, Glackin C, Raman V. Twist overexpression promotes chromosomal instability in the breast cancer cell line MCF-7. Cancer Genet Cytogenet. 2006;167(2):189–91.CrossRefPubMedPubMedCentral Vesuna F, Winnard Jr P, Glackin C, Raman V. Twist overexpression promotes chromosomal instability in the breast cancer cell line MCF-7. Cancer Genet Cytogenet. 2006;167(2):189–91.CrossRefPubMedPubMedCentral
13.
go back to reference Vesuna F, van Diest P, Chen JH, Raman V. Twist is a transcriptional repressor of E-cadherin gene expression in breast cancer. Biochem Biophys Res Commun. 2008;367(2):235–41.CrossRefPubMed Vesuna F, van Diest P, Chen JH, Raman V. Twist is a transcriptional repressor of E-cadherin gene expression in breast cancer. Biochem Biophys Res Commun. 2008;367(2):235–41.CrossRefPubMed
14.
go back to reference Vesuna F, Lisok A, Kimble B, Domek J, Kato Y, van der Groep P, Artemov D, Kowalski J, Carraway H, van Diest P, et al. Twist contributes to hormone resistance in breast cancer by downregulating estrogen receptor-alpha. Oncogene. 2012;31(27):3223–34.CrossRefPubMed Vesuna F, Lisok A, Kimble B, Domek J, Kato Y, van der Groep P, Artemov D, Kowalski J, Carraway H, van Diest P, et al. Twist contributes to hormone resistance in breast cancer by downregulating estrogen receptor-alpha. Oncogene. 2012;31(27):3223–34.CrossRefPubMed
15.
go back to reference Vesuna F, Lisok A, Kimble B, Raman V. Twist modulates breast cancer stem cells by transcriptional regulation of CD24 expression. Neoplasia. 2009;11(12):1318–28.CrossRefPubMedPubMedCentral Vesuna F, Lisok A, Kimble B, Raman V. Twist modulates breast cancer stem cells by transcriptional regulation of CD24 expression. Neoplasia. 2009;11(12):1318–28.CrossRefPubMedPubMedCentral
16.
go back to reference Korn EL, Troendle JF, McShane LM, Simon R. Controlling the number of false discoveries: application to high-dimensional genomic data. J Stat Planning and Inference. 2004;124(2):379–98.CrossRef Korn EL, Troendle JF, McShane LM, Simon R. Controlling the number of false discoveries: application to high-dimensional genomic data. J Stat Planning and Inference. 2004;124(2):379–98.CrossRef
17.
go back to reference Hanayama R, Tanaka M, Miwa K, Nagata S. Expression of developmental endothelial locus-1 in a subset of macrophages for engulfment of apoptotic cells. J Immunol. 2004;172(6):3876–82.CrossRefPubMed Hanayama R, Tanaka M, Miwa K, Nagata S. Expression of developmental endothelial locus-1 in a subset of macrophages for engulfment of apoptotic cells. J Immunol. 2004;172(6):3876–82.CrossRefPubMed
18.
go back to reference McCleland ML, Adler AS, Shang Y, Hunsaker T, Truong T, Peterson D, Torres E, Li L, Haley B, Stephan JP, et al. An integrated genomic screen identifies LDHB as an essential gene for triple-negative breast cancer. Cancer Res. 2012;72(22):5812–23.CrossRefPubMed McCleland ML, Adler AS, Shang Y, Hunsaker T, Truong T, Peterson D, Torres E, Li L, Haley B, Stephan JP, et al. An integrated genomic screen identifies LDHB as an essential gene for triple-negative breast cancer. Cancer Res. 2012;72(22):5812–23.CrossRefPubMed
19.
go back to reference McCleskey BC, Penedo TL, Zhang K, Hameed O, Siegal GP, Wei S. GATA3 expression in advanced breast cancer: prognostic value and organ-specific relapse. Am J Clin Pathol. 2015;144(5):756–63.CrossRefPubMed McCleskey BC, Penedo TL, Zhang K, Hameed O, Siegal GP, Wei S. GATA3 expression in advanced breast cancer: prognostic value and organ-specific relapse. Am J Clin Pathol. 2015;144(5):756–63.CrossRefPubMed
20.
go back to reference Sowalsky AG, Xia Z, Wang L, Zhao H, Chen S, Bubley GJ, Balk SP, Li W. Whole transcriptome sequencing reveals extensive unspliced mRNA in metastatic castration-resistant prostate cancer. Mol Cancer Res: MCR. 2015;13(1):98–106.CrossRefPubMed Sowalsky AG, Xia Z, Wang L, Zhao H, Chen S, Bubley GJ, Balk SP, Li W. Whole transcriptome sequencing reveals extensive unspliced mRNA in metastatic castration-resistant prostate cancer. Mol Cancer Res: MCR. 2015;13(1):98–106.CrossRefPubMed
21.
go back to reference Kang HJ, Lee MH, Kang HL, Kim SH, Ahn JR, Na H, Na TY, Kim YN, Seong JK, Lee MO. Differential regulation of estrogen receptor alpha expression in breast cancer cells by metastasis-associated protein 1. Cancer Res. 2014;74(5):1484–94.CrossRefPubMed Kang HJ, Lee MH, Kang HL, Kim SH, Ahn JR, Na H, Na TY, Kim YN, Seong JK, Lee MO. Differential regulation of estrogen receptor alpha expression in breast cancer cells by metastasis-associated protein 1. Cancer Res. 2014;74(5):1484–94.CrossRefPubMed
22.
go back to reference Gaudet MM, Kuchenbaecker KB, Vijai J, Klein RJ, Kirchhoff T, McGuffog L, Barrowdale D, Dunning AM, Lee A, Dennis J, et al. Identification of a BRCA2-specific modifier locus at 6p24 related to breast cancer risk. PLoS Genet. 2013;9(3):e1003173.CrossRefPubMedPubMedCentral Gaudet MM, Kuchenbaecker KB, Vijai J, Klein RJ, Kirchhoff T, McGuffog L, Barrowdale D, Dunning AM, Lee A, Dennis J, et al. Identification of a BRCA2-specific modifier locus at 6p24 related to breast cancer risk. PLoS Genet. 2013;9(3):e1003173.CrossRefPubMedPubMedCentral
23.
go back to reference Van’t Veer LJ, Dai H, Van De Vijver MJ, He YD, Hart AA, Mao M, Peterse HL, Van Der Kooy K, Marton MJ, Witteveen AT, et al. Gene expression profiling predicts clinical outcome of breast cancer. Nature. 2002;415(6871):530–6.CrossRef Van’t Veer LJ, Dai H, Van De Vijver MJ, He YD, Hart AA, Mao M, Peterse HL, Van Der Kooy K, Marton MJ, Witteveen AT, et al. Gene expression profiling predicts clinical outcome of breast cancer. Nature. 2002;415(6871):530–6.CrossRef
24.
go back to reference Sotiriou C, Wirapati P, Loi S, Harris A, Fox S, Smeds J, Nordgren H, Farmer P, Praz V, Haibe-Kains B, et al. Gene expression profiling in breast cancer: understanding the molecular basis of Histologic grade to improve prognosis. J Natl Cancer Inst. 2006;98(4):262–72.CrossRefPubMed Sotiriou C, Wirapati P, Loi S, Harris A, Fox S, Smeds J, Nordgren H, Farmer P, Praz V, Haibe-Kains B, et al. Gene expression profiling in breast cancer: understanding the molecular basis of Histologic grade to improve prognosis. J Natl Cancer Inst. 2006;98(4):262–72.CrossRefPubMed
25.
go back to reference Parker JS, Mullins M, Cheang MC, Leung S, Voduc D, Vickery T, Davies S, Fauron C, He X, Hu Z, et al. Supervised risk predictor of breast cancer based on intrinsic subtypes. J Clin Oncol. 2009;27(8):1160–7.CrossRefPubMedPubMedCentral Parker JS, Mullins M, Cheang MC, Leung S, Voduc D, Vickery T, Davies S, Fauron C, He X, Hu Z, et al. Supervised risk predictor of breast cancer based on intrinsic subtypes. J Clin Oncol. 2009;27(8):1160–7.CrossRefPubMedPubMedCentral
26.
go back to reference Fidler IJ, Kripke ML. Metastasis results from preexisting variant cells within a malignant tumor. Science. 1977;197(4306):893–5.CrossRefPubMed Fidler IJ, Kripke ML. Metastasis results from preexisting variant cells within a malignant tumor. Science. 1977;197(4306):893–5.CrossRefPubMed
27.
go back to reference Vaage J. Metastasizing potentials of mouse mammary tumors and their metastases. Int J Cancer. 1988;41(6):855–8.CrossRefPubMed Vaage J. Metastasizing potentials of mouse mammary tumors and their metastases. Int J Cancer. 1988;41(6):855–8.CrossRefPubMed
28.
go back to reference Milas L, Peters LJ, Ito H. Spontaneous metastasis: random or selective? Clin Exp Metastasis. 1983;1(4):309–15.CrossRefPubMed Milas L, Peters LJ, Ito H. Spontaneous metastasis: random or selective? Clin Exp Metastasis. 1983;1(4):309–15.CrossRefPubMed
29.
go back to reference Ramaswamy S, Ross KN, Lander ES, Golub TR. A molecular signature of metastasis in primary solid tumors. Nat Genet. 2003;33(1):49–54.CrossRefPubMed Ramaswamy S, Ross KN, Lander ES, Golub TR. A molecular signature of metastasis in primary solid tumors. Nat Genet. 2003;33(1):49–54.CrossRefPubMed
30.
go back to reference Yi B, Williams PJ, Niewolna M, Wang Y, Yoneda T. Tumor-derived platelet-derived growth factor-BB plays a critical role in osteosclerotic bone metastasis in an animal model of human breast cancer. Cancer Res. 2002;62(3):917–23.PubMed Yi B, Williams PJ, Niewolna M, Wang Y, Yoneda T. Tumor-derived platelet-derived growth factor-BB plays a critical role in osteosclerotic bone metastasis in an animal model of human breast cancer. Cancer Res. 2002;62(3):917–23.PubMed
31.
go back to reference Kurebayashi J, McLeskey SW, Johnson MD, Lippman ME, Dickson RB, Kern FG. Quantitative demonstration of spontaneous metastasis by MCF-7 human breast cancer cells cotransfected with fibroblast growth factor 4 and LacZ. Cancer Res. 1993;53(9):2178–87.PubMed Kurebayashi J, McLeskey SW, Johnson MD, Lippman ME, Dickson RB, Kern FG. Quantitative demonstration of spontaneous metastasis by MCF-7 human breast cancer cells cotransfected with fibroblast growth factor 4 and LacZ. Cancer Res. 1993;53(9):2178–87.PubMed
32.
go back to reference Perou CM, Sorlie T, Eisen MB, van de Rijn M, Jeffrey SS, Rees CA, Pollack JR, Ross DT, Johnsen H, Akslen LA, et al. Molecular portraits of human breast tumours. Nature. 2000;406(6797):747–52.CrossRefPubMed Perou CM, Sorlie T, Eisen MB, van de Rijn M, Jeffrey SS, Rees CA, Pollack JR, Ross DT, Johnsen H, Akslen LA, et al. Molecular portraits of human breast tumours. Nature. 2000;406(6797):747–52.CrossRefPubMed
Metadata
Title
Genomic pathways modulated by Twist in breast cancer
Authors
Farhad Vesuna
Yehudit Bergman
Venu Raman
Publication date
01-12-2017
Publisher
BioMed Central
Published in
BMC Cancer / Issue 1/2017
Electronic ISSN: 1471-2407
DOI
https://doi.org/10.1186/s12885-016-3033-3

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